Single program, multiple data model

Genetic programming (GP) is an artificial intelligence-based exclusive data-driven formalism [49, 50], The GP was originally proposed to automatically generating computer codes that execute prespecified tasks. Later, it was extended to perform symbohc regression (SR). Once the data is submitted in the form of pairs of multiple inputs and single output of a model, the GP-based SR searches and optimizes... 

A DuPont Model 990 Thermal Analysis Console with Model 910 DSC accessory was interfaced to a minicomputer system by means of a microcomputer for automated data collection. A program to provide the analysis of reaction kinetics data by the single dynamic scan method for DSC kinetics was developed. Features of this program include a fit of the data to a single equation by multiple regression techniques to yield the reaction order, the energy of activation and the Arrhenius frequency factor. The rate constant k(T) is then calculated and conversion data as a function of time and temperature can be generated at the operator s option. 

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